Open-AgentRL — Agent Tool by Gen-Verse

by Gen-Verse · Agent Tool · ★ 331

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

About Open-AgentRL

An open-source RL (DemyAgent & RLAnything) for training LLM-based agents — supporting GRPO, PPO, RLHF, multi-turn reasoning, tool use, and distributed training.

agent-rlcoding-agententropy-methodgrpogui-agentllm-agentllm-reasoningmulti-agent-reinforcement-learningpporeinforcement-learning

Quick Facts

Stars331
Forks35
LanguagePython
CategoryAgent Tool
LicenseApache-2.0
Quality Score43.2/100
Open Issues3
Last Updated2026-02-27
Created2025-10-13
Platformspython
Est. Tokens~622k

Compatible Skills

These tools work well together with Open-AgentRL for enhanced workflows:

  • MetaClaw — semantic(0.28)+complementary+rare_topics+same_lang+similar_pop+shared_platform (59%)
  • OpenJudge — semantic(0.17)+complementary+rare_topics+same_lang+similar_pop+shared_platform (56%)
  • AWorld — semantic(0.27)+complementary+same_lang+similar_pop+shared_platform (54%)
  • LiteMultiAgent — semantic(0.25)+complementary+same_lang+similar_pop+shared_platform (54%)
  • SecGPT — semantic(0.22)+complementary+same_lang+similar_pop+shared_platform (53%)

Open-AgentRL alternative? Top 6 similar tools

Looking for a Open-AgentRL alternative? If you're comparing Open-AgentRL with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • llm-rl-environments-lil-course by anakin87 · ⭐ 87

    🌱 A little course on Reinforcement Learning Environments for evaluating and training Language Models

  • Travel-Agent-based-on-Qwen2-RLHF by NJUxlj · ⭐ 69

    A travel agent based on Qwen2.5, fine-tuned by SFT + DPO/PPO/GRPO using traveling question-answer dataset, a m

  • ICLR2025-Papers-with-Code by yinizhilian · ⭐ 558

    历年ICLR论文和开源项目合集，包含ICLR2021、ICLR2022、ICLR2023、ICLR2024、ICLR2025.

  • Awesome-LLM-Reasoning-with-NeSy by LAMDASZ-ML · ⭐ 271

    ✨✨Latest Advances on Neuro-Symbolic Learning in the era of Large Language Models

  • reevo by ai4co · ⭐ 252

    [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution

  • Awesome-LLM-Papers-Comprehensive-Topics by shure-dev · ⭐ 226

    Awesome LLM Papers and repos on very comprehensive topics.

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Frequently Asked Questions

What is Open-AgentRL?

Open-AgentRL is An open-source RL (DemyAgent & RLAnything) for training LLM-based agents — supporting GRPO, PPO, RLHF, multi-turn reasoning, tool use, and distributed training.. It is categorized as a Agent Tool with 331 GitHub stars.

What programming language is Open-AgentRL written in?

Open-AgentRL is primarily written in Python. It covers topics such as agent-rl, coding-agent, entropy-method.

How do I install or use Open-AgentRL?

You can find installation instructions and usage details in the Open-AgentRL GitHub repository at github.com/Gen-Verse/Open-AgentRL. The project has 331 stars and 35 forks, indicating an active community.

What license does Open-AgentRL use?

Open-AgentRL is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

What are the best alternatives to Open-AgentRL?

The top alternatives to Open-AgentRL on Agent Skills Hub include llm-rl-environments-lil-course, Travel-Agent-based-on-Qwen2-RLHF, ICLR2025-Papers-with-Code. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

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